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Selected research projects I led:

----------------------- At Ontario Tech University (2022 - present, selected) -------------------------------------------- 

  • MTO:  Data-Driven Engineering of Winter AV Scenarios for Mobility Infrastructure Policy Planning
  • NSERC: A Hierarchical Scenario-Based Data Engineering Framework for Autonomous Vehicles,  
  • DHDP: AI-Powered Bone Cancer Margin Assessment
  • Mitacs:  AI-Driven Multimodal Spectroscopy for Real-Time Bone Cancer Detection
  • OCI - OVIN: Automotive Innovation Challenge:  Multi-View Modelling of Autonomous Vehicle Environment
  • OCI-OVIN: Content Partnership Program:  Micro-Credentials for Connected Autonomous Shared Electrical (CASE) Vehicles
  • Ontario Center for Innovation (OCI)- Ontario Vehicle Innovation Network (OVIN): Experiential Discovery of Autonomous Vehicle Software
  • Ministry of Transportation Ontario (MTO): --   Characterizing and predicting traffic operations using Connected & Autonomous Vehicle technology stack
-----------------------At U of Regina  (Selected)---------------------------------------------
  • Prairie Robotics /Mitacs -- Deep Learning Dataset Augmentation for Detecting Rare and Severe Contaminants in Waste Management Collection   
  • Prairie Robotics /Mitacs   ---   StreamSight: Deep Learning Techniques for Managing Contaminants in Residential Curbside Recycling  
  • PTRC/ Mitacs --- “Machine Learning Assisted History Matching of Water flooding of Light and Tight Reservoirs”            
  • NSERC DG  --Seamless Coordination of Cyber-Physical Systems Resources 
  • CANARIE  -- ONE-ITS: Online Network Enabled Intelligent Transportation Systems (in collaboration with UofToronto)        

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This led me to do the following travels:

personal travel